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Constrained Manifold Learning for Hyperspectral Imagery Visualization Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,Volume: 11,Issue: 4,Page: 1213-1226
Authors:  Danping Liao;  Yuntao Qian;  Yuan Yan Tang
Favorite  |  View/Download:36/0  |  Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
Authors:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan;  Tao, Dacheng
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Wang, Jianzhong;  Biuk-Aghai, Robert P.;  Pan, Jianjia;  Liu, Runzong;  Yang, Lina
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
A mean approximation based bidimensional empirical mode decomposition with application to image fusion Journal article
Digital Signal Processing: A Review Journal, 2016,Volume: 50,Page: 61-71
Authors:  Jianjia Pan;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Empirical Mode Decomposition  Image Fusion  Intrinsic Mode Function  Mean Approximation  
Hypergraph-Regularized Sparse NMF for Hyperspectral Unmixing Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016,Volume: 9,Issue: 2,Page: 681-694
Authors:  Wenhong Wang;  Yuntao Qian;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Hypergraph Learning  Hyperspectral Unmixing (Hu)  Nonnegative Matrix Factorization (Nmf)  Sparse Coding  
Sparse Representation Based on Set-to-Set Distance for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015,Volume: 8,Issue: 6,Page: 2464-2472
Authors:  Haoliang Yuan;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Hyperspectral Image (Hsi) Classification  Patch-based  Set-to-set Distance  Sparse Representation  
High-Order Distance-Based Multiview Stochastic Learning in Image Classification Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 12,Page: 2431 - 2442
Authors:  Jun Yu;  Yong Rui;  Yuan Yan Tang;  Dacheng Tao
Favorite  |  View/Download:4/0  |  Submit date:2018/10/30
Hypergraph  Image Classification  Multiview Stochastic  Probability Matrix  
A Novel Sparsity-Based Framework Using Max Pooling Operation for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,Volume: 7,Issue: 8,Page: 3570 - 3576
Authors:  Haoliang Yuan;  Yuan Yan Tang
Favorite  |  View/Download:1/0  |  Submit date:2019/04/30
Classification  Hyperspectral Image (Hsi)  Max Pooling Operation  Sparse Coding  Support Vector Machine  
Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,Volume: 7,Issue: 6,Page: 2035-2043
Authors:  Haoliang Yuan;  Yuan Yan Tang;  Yang Lu;  Lina Yang;  Huiwu Luo
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Classification  Dimension Reduction  Hyperspectral Image (Hsi)  Linear Discriminant Analysis (Lda)  Spectral-spatial  
Hyperspectral Image Classification Based on Regularized Sparse Representation Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,Volume: 7,Issue: 6,Page: 2174 - 2182
Authors:  Haoliang Yuan;  Yuan Yan Tang;  Yang Lu;  Lina Yang;  Huiwu Luo
Favorite  |  View/Download:3/0  |  Submit date:2018/10/30
Classification  Hyperspectral Image (Hsi)  Regularized Sparse Representation (Rsr)  Spatial Neighborhood